A absurd problem about "raplace missing value" operator

May_LIN_01
May_LIN_01 New Altair Community Member
edited November 2024 in Community Q&A
I used "filter examples " operator to handle missing values and I am sure there are no missing values after that. But when I used "cross validation" and "neural net" to be my testing model, Rapidminer showed me that "neural net cannot handle missing values". Then I clicked " help me to solve the problem", a "replace missing values" operator automatically appeared on my process. However, I still can't run my process because Rapidminer showed me "attribute filter does not match any attributes". Does it means I can't use "replace missing values" because there are no value missing? I really don't know how to solve this problem. :'( Could anyone help me? Thanks a lot!! :)  
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Best Answer

  • lionelderkrikor
    lionelderkrikor New Altair Community Member
    Answer ✓
    May,

    You can find in attached file , the working process : 
     - I set your label attribute to NOMINAL
     - I set your attributes "text" and " Title" to "Id" so that they are not taken into account by the model during training...

    Have a nice day,

    Regards,

    Lionel

Answers

  • May_LIN_01
    May_LIN_01 New Altair Community Member
    I clicked "help me to solve the problem" again after Rapidminer showed "attribute filter does not match any attributes". However, there was no any solution for me this time. :'(:'(:'(
  • lionelderkrikor
    lionelderkrikor New Altair Community Member
    Hi @May_LIN_01,

    Can you please provide your process and your dataset in order to reproduce the problem and in order to understand your problem ?

    Regards,

    Lionel
  • May_LIN_01
    May_LIN_01 New Altair Community Member
    edited January 2022
    lionelderkrikor  Sure！！Thanks for your help! :D

    Regards,

    May
  • lionelderkrikor
    lionelderkrikor New Altair Community Member
    Answer ✓
    May,

    You can find in attached file , the working process : 
     - I set your label attribute to NOMINAL
     - I set your attributes "text" and " Title" to "Id" so that they are not taken into account by the model during training...

    Have a nice day,

    Regards,

    Lionel
  • May_LIN_01
    May_LIN_01 New Altair Community Member
    @lionelderkrikor，I ran my process successfully with your help! Thanks you so much for helping me solve the problem! :D I suddenly realize that i didn't tell you what am i going to do, i mean the purpose of the whole process. So i think you will probably be confused...  It's my first time to post on rapidminer community, so i don't know what should i do... Really sorry for that :'( Hope it haven't waste you a lot of time...

    Regards,

    May

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